swarmvault — MCP Server by swarmclawai

by swarmclawai · MCP Server · ★ 378

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About swarmvault

SwarmVault Languages: English 日本語 []() A local-first knowledge compiler for AI agents, built on the LLM Wiki pattern. Most "chat with your docs" tools answer a question and throw away the work. SwarmVault keeps a durable wiki between you and raw sources — the LLM does the bookkeeping, you do the thinking. Documentation on the website is currently English-first. If wording drifts between translations, README.md is the canonical source. Try It in 30 Seconds No repo handy? Try the built-in demo — creates a sample vault with three sources and opens the graph viewer: !

agent-memoryai-agentsclaude-codeclaude-code-memorycodexkarpathyknowledge-graphllmllm-wikilocal-first

Quick Facts

Stars378
Forks40
LanguageTypeScript
CategoryMCP Server
LicenseMIT
Quality Score50.828/100
Open Issues1
Last Updated2026-05-05
Created2026-04-06
Platformsclaude-code, codex, mcp, node
Est. Tokens~217k

Compatible Skills

These tools work well together with swarmvault for enhanced workflows:

  • Understand-Anything — semantic(0.47)+complementary+rare_topics+same_lang+shared_platform (61%)
  • claude-obsidian — semantic(0.44)+complementary+rare_topics+similar_pop+shared_platform (59%)
  • codex-collab — semantic(0.24)+complementary+same_lang+similar_pop+shared_platform (58%)
  • grace-marketplace — semantic(0.23)+complementary+same_lang+similar_pop+shared_platform (58%)

swarmvault alternative? Top 6 similar tools

Looking for a swarmvault alternative? If you're comparing swarmvault with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • memtrace-public by syncable-dev · ⭐ 115

    Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code ·

  • ctx by stevesolun · ⭐ 303

    Skill, agent, MCP, and harness catalog for Claude Code/custom LLMs: 104,078-node LLM-wiki graph, 92,815 skills

  • signetai by Signet-AI · ⭐ 136

    Local-first identity, memory, and secrets for AI agents. Portable state across models and harnesses.

  • memsearch by zilliztech · ⭐ 1.6k

    A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and Mi

  • llmwiki by lucasastorian · ⭐ 696

    Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and

  • memorix by AVIDS2 · ⭐ 392

    Open-source cross-agent memory layer for coding agents via MCP. Compatible with Cursor, Claude Code, Codex, Wi

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Frequently Asked Questions

What is swarmvault?

swarmvault is The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on Andrej Karpathy's pattern. An Obsidian alternative for personal knowledge management. It is categorized as a MCP Server with 378 GitHub stars.

What programming language is swarmvault written in?

swarmvault is primarily written in TypeScript. It covers topics such as agent-memory, ai-agents, claude-code.

How do I install or use swarmvault?

You can find installation instructions and usage details in the swarmvault GitHub repository at github.com/swarmclawai/swarmvault. The project has 378 stars and 40 forks, indicating an active community.

What license does swarmvault use?

swarmvault is released under the MIT license, making it free to use and modify according to the license terms.

What are the best alternatives to swarmvault?

The top alternatives to swarmvault on Agent Skills Hub include memtrace-public, ctx, signetai. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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